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Architectures of intelligent agents of cohesive hybrid intelligent multiagent systems
S. V. Listopad, I. A. Kirikov Kaliningrad Branch of the Federal Research Center "Computer Science and Control" of the Russian Academy of Sciences, 5 Gostinaya Str., Kaliningrad 236000, Russian Federation
Abstract:
The paper develops research in the field of modeling the cohesion of a team of specialists who solve problems “at a round table” with hybrid intelligent multiagent systems that combine the dynamic synthesis of heterogeneous models of intelligent agents and the methods of group dynamics. The formation of the cohesion of agents of these systems is provided by such mechanisms as exchange of information about interests, knowledge, experience with other agents, development and coordination of goals, values, norms, means, and methods of activity common for the system which is relevant to the processes taking place in long-term teams of specialists who jointly solve practical problems. The implementation of such mechanisms will significantly simplify the process of integrating heterogeneous intelligent agents into a single system which is especially important when they are created by independent development teams. The paper proposes the architectures of agents necessary for the implementation of the listed mechanisms.
Keywords:
cohesion, hybrid intelligent multiagent system, team of specialists.
Received: 04.03.2022
Citation:
S. V. Listopad, I. A. Kirikov, “Architectures of intelligent agents of cohesive hybrid intelligent multiagent systems”, Sistemy i Sredstva Inform., 32:2 (2022), 81–91
Linking options:
https://www.mathnet.ru/eng/ssi829 https://www.mathnet.ru/eng/ssi/v32/i2/p81
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Abstract page: | 82 | Full-text PDF : | 29 | References: | 21 |
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